소프트웨어 개발자

Sustained employer need for the defined occupation in the defined geography, evidenced by a combination of shortage pressure, employment, vacancy intensity and/or openings signals over a stated period.

이 신호가 의미하지 않는 것

• the number of current vacancies in isolation
• sector size, GDP or industry importance
• salary, immigration eligibility or a guarantee of a job

Say that evidence indicates stronger or weaker hiring conditions in this country and period. Do not promise availability of work.

Expected or observed change in employment or occupational opportunities for the defined occupation over a stated forward or historical horizon.

이 신호가 의미하지 않는 것

• current demand
• sector growth or policy ambition without occupation linkage
• a personal promotion or income forecast

Describe direction and horizon (for example, projected growth through 2030), not certainty or an individual outcome.

The resilience and continuity of employment in the occupation, using observable persistence, volatility, cyclicality or replacement patterns over time.

이 신호가 의미하지 않는 것

• permanent job security
• a prediction that an individual will keep a job
• low AI exposure, shortage or high pay by itself

Use cautious language such as more resilient or more cyclical in the observed period; never call a career safe.

확인된 공식 근거가 없으므로 이 신호는 표시하지 않거나 기본값으로 채우지 않습니다.

The share or type of occupation tasks exposed to AI capabilities for augmentation or substitution, based on an explicit task or capability framework.

이 신호가 의미하지 않는 것

• the probability that a job disappears
• a forecast of layoffs or an individual's employability
• that AI will replace the whole occupation

Explain which tasks may change or be assisted and keep uncertainty visible. Never state that the career will disappear.

확인된 공식 근거가 없으므로 이 신호는 표시하지 않거나 기본값으로 채우지 않습니다.

Observed change in the skills, tasks, tools or requirements attached to an occupation over a stated period.

이 신호가 의미하지 않는 것

• a generic skills list
• AI exposure itself
• that every worker must acquire every listed skill

Describe skills that are becoming more common or important in the observed market; avoid prescribing a complete curriculum.

확인된 공식 근거가 없으므로 이 신호는 표시하지 않거나 기본값으로 채우지 않습니다.

A bounded forward-looking interpretation of the occupation's conditions, anchored in cited Demand, Growth, Stability, AI Exposure and Skills Change evidence.

이 신호가 의미하지 않는 것

• a seventh score or hidden total
• an AI-generated prediction
• a guarantee, ranking or universal global truth

Present a concise, qualified direction with reasons and horizon. Keep source limitations visible and do not make a personal recommendation from outlook alone.